Dev48
Language
  • About
  • Services
  • Industries
  • Technologies
  • Articles
  • Contacts
Book a call
    Home/Articles/Digitizing manufacturing inspection with intelligent vision control
Dev48
info@dev48.org+375 29 320-40-96WhatsApp@isky_by

© 2026 · All rights reserved.

Digitizing manufacturing inspection with intelligent vision control

Source: HCLTech•November 10, 2026 at 08:43 PM

Digitizing manufacturing inspection with intelligent vision control

Digitizing manufacturing inspection with intelligent vision control Content Group Case study abhinay.khandelwal Tue, 11/10/2026 - 07:23 Featured Off Learn more breadcrumb-full-wrap Tue, 11/10/2026 - 12:00 Off Digitizing manufacturing inspection with intelligent vision control Static Case Study…

Helping a leading manufacturer centralize inspection intelligence, improve traceability and accelerate quality decision-making

  • Overview
  • The Challenges
  • The Solution
  • The Impact

Overview

As manufacturing operations become increasingly data-driven, quality inspection processes must deliver real-time visibility, traceability and actionable insights. For a leading advanced components manufacturer, inspection data and images generated across the production environment remained fragmented across multiple systems, limiting visibility into quality performance and making trend analysis difficult.

Recognizing the need for a more connected approach, the manufacturer set out to modernize its inspection environment by creating a centralized platform for monitoring, analytics and quality management. The goal was to give teams a consolidated view of inspection results, improve traceability and enable faster identification of recurring quality issues.

To support this, HCLTech helped integrate the manufacturer’s existing inspection ecosystem with a centralized digital vision control and dashboard solution, powered by PTC ThingWorx and Kepware. The result was a more connected and data-driven inspection process to help manufacturing teams improve visibility, reduce rework and access inspection information remotely.

The Challenges

The manufacturer relied on inspection data generated from finished-part inspection processes, but lacked a centralized mechanism to visualize and monitor performance across production operations. As a result, teams often had to navigate multiple systems to access inspection information, making quality oversight more complex and time-consuming.

Limited visibility also affected traceability. Inspection outcomes could not be easily correlated with machines, specific part numbers or failure patterns, making root-cause identification and corrective action more difficult.

At the same time, the absence of centralized analytics made it challenging to identify recurring issues or uncover quality trends proactively. Teams spent significant time manually analyzing inspection information, slowing decision-making and continuous improvement efforts.

The manufacturer sought to create a unified inspection monitoring environment that would connect shop-floor inspection data, improve traceability and provide actionable insights to support faster quality decisions.

The Solution

To realize its vision of a connected inspection environment, the manufacturer partnered with us to establish a centralized digital platform for quality inspection monitoring and analysis.

We integrated the existing COBOT inspection system with PTC ThingWorx and Kepware, creating a centralized source of visibility for inspection operations across the manufacturing environment.

Key highlights

  • Developed centralized dashboards to visualize and monitor inspection activities
  • Enabled end-to-end tracking of passed and failed inspection results Integrated inspection images from the Azure NetApp Share storage into the monitoring environment
  • Delivered real-time visibility into critical inspection KPIs, including:Part numbers inspectedTop 10 machine failuresTop three part failuresWeekly FTP performanceInspection success/failure rates
  • Part numbers inspected
  • Top 10 machine failures
  • Top three part failures
  • Weekly FTP performance
  • Inspection success/failure rates
  • Enabled users to view, download and analyze inspection data to generate deeper business insights
  • Provided remote access to inspection information, reducing reliance on on-site monitoring

The Impact

By modernizing inspection monitoring and bringing quality data into a centralized environment, the manufacturer significantly improved visibility, traceability and operational efficiency across its inspection processes.

With access to real-time inspection intelligence, teams could identify quality issues faster, monitor performance more effectively and make more informed decisions with greater confidence.

The solution delivered:

  • 50%-60% improvement in achieving inspection process targets through centralized visibility and performance monitoring
  • ~90% reduction in inspection rework, improving process efficiency and reducing waste
  • ~60% reduction in on-site effort required to access inspection information, enabling greater operational flexibility faster identification of quality trends, outliers and recurring failure patterns through centralized analytics improved remote visibility and monitoring of inspection performance across operations
  • Enhanced audit readiness through structured, accessible and traceable inspection records

The manufacturer's initiative to digitize inspection monitoring transformed a fragmented quality process into a connected, insight-driven operation. By establishing centralized visibility across inspection activities, the organization strengthened traceability, reduced rework and enabled faster quality decision-making.

Working as a technology partner, we helped bring together shop-floor inspection systems, operational data and digital visualization capabilities to support the manufacturer's broader vision of connected, data-driven and more efficient quality management.

← All articles

What this article says

More in Software Development

All →
Donating KubeRay to the CNCF
Anyscale

Donating KubeRay to the CNCF

CleverAI™ Decisioning Agents: Bringing Live 1:1 Personalization to Every Customer Interaction
Clevertap

CleverAI™ Decisioning Agents: Bringing Live 1:1 Personalization to Every Customer Interaction

Every second counts: Healthcare integration
MuleSoft

Every second counts: Healthcare integration

Original content on social: Harder to find, but more important for brands to nail
Sprout Social

Original content on social: Harder to find, but more important for brands to nail

How to build a vacation rental website from a template: step-by-step guide
Guesty

How to build a vacation rental website from a template: step-by-step guide

How to sync your Airbnb calendar with Vrbo and Booking.com
Guesty

How to sync your Airbnb calendar with Vrbo and Booking.com

More from HCLTech

How can network assessment shape a smarter modernization roadmap?
HCLTech

How can network assessment shape a smarter modernization roadmap?

Lab interoperability transformation for a leading laboratory services enterprise
HCLTech

Lab interoperability transformation for a leading laboratory services enterprise

HCLTech and PTC collaborate to accelerate semiconductor product lifecycle management
HCLTech

HCLTech and PTC collaborate to accelerate semiconductor product lifecycle management

AI Semiconductor Platforms: Powering the Next Wave of Global Growth
HCLTech

AI Semiconductor Platforms: Powering the Next Wave of Global Growth

8M+ annotations advancing AI readiness at scale
HCLTech

8M+ annotations advancing AI readiness at scale

AI-Ready Infrastructure: Where to Run AI Training and Inference Across Hybrid Cloud
HCLTech

AI-Ready Infrastructure: Where to Run AI Training and Inference Across Hybrid Cloud